(+91) 6378533796 prasadbalbir1056@gmail.com Balbir Prasad github Linkedin EDUCATION Indian Institute of Technology(ISM) Dhanbad, Bachelor of Technology in Mining Engineering M M S S School, Nawadah 12th-BSEB Rani Rashmoni High School, Kolkata 10th-WBBSE 7.88/10 December 2020—Present 83% April 2017 — April 2019 81% April 2015 — April 2017 EXPERIENCE Software Engineer Intern June-July 2023 Plaid Inc. Remote • Contributed to the development of the Slack Application to improve internal operational excellence. • Worked on integrating dialogflow skill on the existing Slack app and setting up the contextual response of slackbot using chatGPT API. • Tech Stack- Python, ChatGPT-API,Slack API, Dialogflow UG Research Intern May-July 2023 IISc Bangalore IISc Bangalore • Worked on implementing the KD tree algorithm for finding the nearest point and setting up the priority-based assignment using C++ and Python. • Led contribution to processing the London TFL dataset, generating visualizations for load profiles, and implementing additional criteria like cost and waiting time in the popular transit routing algorithm RAPTOR. • Tech Stack- C++, Python Data Science Intern March 2023 CodeClause Remote • Worked on recommendation system for movies using Machine learning algorithms, NLP, etc. • Implemented computer vision task on drowsiness detection for drivers using opencv & dlib library. • Tech Stack- Python, Computer Vision,ML, NLP, Keras, flask, HTML, CSS Teaching Assistant- ML/AI programme Feb 2023 IIT(ISM) Dhanbad College Campus • Helped professor prepare the content of the course. • Assisted my professor in the teaching of the content and doubt-solving of the students. • Focused Topics- ML/DL, Supervised algorithms, Neural networks, CNN, Python KEY PROJECTS DALL-E: A Text-to-Image Generation Web Application @Github • Led the development of a cutting edge web application, DALL-E Clone using OpenAI API. • Implemented a user-friendly MERN stack application, allowing users to create images and share them with the community. • Implemented search functionality, enabling users to easily find specific images and posts within the application. • Employed Cloudinary for efficient image storage and retrieval, enhancing the performance of the application. • Tech Stack- Vite, React, NodeJS, MongoDB,Tailwind CSS, OpenAI API, JSDoc FilmFlow: Demographic and Content-Based Movie Recommendations @Github • Implemented demographic filtering to recommend movies based on factors such as vote counts, vote averages, and popularity. • Employed content-based filtering to enhance recommendations by analyzing movie descriptions, tags, and genres, using techniques like TF-IDF and cosine similarity. • Incorporated NLP techniques to process and analyze movie keywords, cast, and director information for content-based recommendations. • Conducted model evaluation using cross-validation techniques, measuring performance with metrics such as RMSE and MAE. • Tech Stack- Python, Pandas, Numpy, Scikit-learn, NLTK, TfidfVectoriser SKILLS Strong Intermediate Beginner C, C++, Python Javascript, Tensorflow, Computer Vision, Tableau, Scikit-learn, Git,SQL Pytorch, Java, NodeJS, ReactJS ACHIEVEMENTS • Selected as Microsoft engage Mentee, June 2022. • Selected as Amazon ML Summer School Mentee, May-2022. ACTIVITIES Machine learning member at CyberLabs, official technical club of IIT(ISM) Dhanbad. Student Co-Cordinatior AI Club, NVCTI-IIT(ISM) Dhanbad March 2022 — Present August 2022–Present
